Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 260 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 48.9 KiB |
| Average record size in memory | 192.5 B |
Variable types
| Categorical | 2 |
|---|---|
| Text | 2 |
| Numeric | 20 |
Calcium (% Daily Value) is highly overall correlated with Calories and 5 other fields | High correlation |
Calories is highly overall correlated with Calcium (% Daily Value) and 15 other fields | High correlation |
Calories from Fat is highly overall correlated with Calories and 12 other fields | High correlation |
Carbohydrates is highly overall correlated with Calcium (% Daily Value) and 3 other fields | High correlation |
Carbohydrates (% Daily Value) is highly overall correlated with Calcium (% Daily Value) and 3 other fields | High correlation |
Cholesterol is highly overall correlated with Calories and 13 other fields | High correlation |
Cholesterol (% Daily Value) is highly overall correlated with Calories and 13 other fields | High correlation |
Dietary Fiber is highly overall correlated with Calories and 9 other fields | High correlation |
Dietary Fiber (% Daily Value) is highly overall correlated with Calories and 11 other fields | High correlation |
Iron (% Daily Value) is highly overall correlated with Calories and 14 other fields | High correlation |
Protein is highly overall correlated with Calcium (% Daily Value) and 13 other fields | High correlation |
Saturated Fat is highly overall correlated with Calories and 10 other fields | High correlation |
Saturated Fat (% Daily Value) is highly overall correlated with Calories and 10 other fields | High correlation |
Sodium is highly overall correlated with Calories and 12 other fields | High correlation |
Sodium (% Daily Value) is highly overall correlated with Calories and 12 other fields | High correlation |
Sugars is highly overall correlated with Calcium (% Daily Value) and 2 other fields | High correlation |
Total Fat is highly overall correlated with Calories and 12 other fields | High correlation |
Total Fat (% Daily Value) is highly overall correlated with Calories and 12 other fields | High correlation |
Trans Fat is highly overall correlated with Cholesterol and 2 other fields | High correlation |
Vitamin A (% Daily Value) is highly overall correlated with Calcium (% Daily Value) and 2 other fields | High correlation |
Vitamin C (% Daily Value) is highly overall correlated with Dietary Fiber and 2 other fields | High correlation |
Trans Fat is highly imbalanced (53.6%) | Imbalance |
Item has unique values | Unique |
Calories has 16 (6.2%) zeros | Zeros |
Calories from Fat has 54 (20.8%) zeros | Zeros |
Total Fat has 49 (18.8%) zeros | Zeros |
Total Fat (% Daily Value) has 49 (18.8%) zeros | Zeros |
Saturated Fat has 60 (23.1%) zeros | Zeros |
Saturated Fat (% Daily Value) has 60 (23.1%) zeros | Zeros |
Cholesterol has 44 (16.9%) zeros | Zeros |
Cholesterol (% Daily Value) has 44 (16.9%) zeros | Zeros |
Sodium has 9 (3.5%) zeros | Zeros |
Sodium (% Daily Value) has 20 (7.7%) zeros | Zeros |
Carbohydrates has 16 (6.2%) zeros | Zeros |
Carbohydrates (% Daily Value) has 16 (6.2%) zeros | Zeros |
Dietary Fiber has 69 (26.5%) zeros | Zeros |
Dietary Fiber (% Daily Value) has 69 (26.5%) zeros | Zeros |
Sugars has 25 (9.6%) zeros | Zeros |
Protein has 27 (10.4%) zeros | Zeros |
Vitamin A (% Daily Value) has 62 (23.8%) zeros | Zeros |
Vitamin C (% Daily Value) has 162 (62.3%) zeros | Zeros |
Calcium (% Daily Value) has 36 (13.8%) zeros | Zeros |
Iron (% Daily Value) has 82 (31.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-26 20:21:16.952907 |
|---|---|
| Analysis finished | 2024-04-26 20:23:22.123815 |
| Duration | 2 minutes and 5.17 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
Category
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| Coffee & Tea | |
|---|---|
| Breakfast | |
| Smoothies & Shakes | |
| Chicken & Fish | |
| Beverages | |
| Other values (4) |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 11.853846 |
| Min length | 6 |
Characters and Unicode
| Total characters | 3082 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Breakfast |
|---|---|
| 2nd row | Breakfast |
| 3rd row | Breakfast |
| 4th row | Breakfast |
| 5th row | Breakfast |
Common Values
| Value | Count | Frequency (%) |
| Coffee & Tea | 95 | |
| Breakfast | 42 | |
| Smoothies & Shakes | 28 | 10.8% |
| Chicken & Fish | 27 | 10.4% |
| Beverages | 27 | 10.4% |
| Beef & Pork | 15 | 5.8% |
| Snacks & Sides | 13 | 5.0% |
| Desserts | 7 | 2.7% |
| Salads | 6 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 178 | ||
| coffee | 95 | |
| tea | 95 | |
| breakfast | 42 | 6.8% |
| smoothies | 28 | 4.5% |
| shakes | 28 | 4.5% |
| chicken | 27 | 4.4% |
| fish | 27 | 4.4% |
| beverages | 27 | 4.4% |
| beef | 15 | 2.4% |
| Other values (5) | 54 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 548 | |
| 356 | ||
| a | 259 | 8.4% |
| f | 247 | 8.0% |
| s | 205 | 6.7% |
| & | 178 | 5.8% |
| o | 166 | 5.4% |
| k | 125 | 4.1% |
| C | 122 | 4.0% |
| h | 110 | 3.6% |
| Other values (16) | 766 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3082 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 548 | |
| 356 | ||
| a | 259 | 8.4% |
| f | 247 | 8.0% |
| s | 205 | 6.7% |
| & | 178 | 5.8% |
| o | 166 | 5.4% |
| k | 125 | 4.1% |
| C | 122 | 4.0% |
| h | 110 | 3.6% |
| Other values (16) | 766 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3082 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 548 | |
| 356 | ||
| a | 259 | 8.4% |
| f | 247 | 8.0% |
| s | 205 | 6.7% |
| & | 178 | 5.8% |
| o | 166 | 5.4% |
| k | 125 | 4.1% |
| C | 122 | 4.0% |
| h | 110 | 3.6% |
| Other values (16) | 766 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3082 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 548 | |
| 356 | ||
| a | 259 | 8.4% |
| f | 247 | 8.0% |
| s | 205 | 6.7% |
| & | 178 | 5.8% |
| o | 166 | 5.4% |
| k | 125 | 4.1% |
| C | 122 | 4.0% |
| h | 110 | 3.6% |
| Other values (16) | 766 |
Item
Text
UNIQUE
| Distinct | 260 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
Length
| Max length | 61 |
|---|---|
| Median length | 46 |
| Mean length | 28.984615 |
| Min length | 5 |
Characters and Unicode
| Total characters | 7536 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 260 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Egg McMuffin |
|---|---|
| 2nd row | Egg White Delight |
| 3rd row | Sausage McMuffin |
| 4th row | Sausage McMuffin with Egg |
| 5th row | Sausage McMuffin with Egg Whites |
| Value | Count | Frequency (%) |
| large | 55 | 4.9% |
| with | 51 | 4.6% |
| medium | 48 | 4.3% |
| small | 46 | 4.1% |
| chicken | 44 | 3.9% |
| biscuit | 34 | 3.1% |
| iced | 31 | 2.8% |
| egg | 30 | 2.7% |
| nonfat | 30 | 2.7% |
| latte | 30 | 2.7% |
| Other values (141) | 715 |
Most occurring characters
| Value | Count | Frequency (%) |
| 854 | 11.3% | |
| e | 700 | 9.3% |
| a | 589 | 7.8% |
| i | 433 | 5.7% |
| r | 349 | 4.6% |
| t | 336 | 4.5% |
| l | 315 | 4.2% |
| c | 295 | 3.9% |
| h | 267 | 3.5% |
| u | 248 | 3.3% |
| Other values (52) | 3150 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7536 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 854 | 11.3% | |
| e | 700 | 9.3% |
| a | 589 | 7.8% |
| i | 433 | 5.7% |
| r | 349 | 4.6% |
| t | 336 | 4.5% |
| l | 315 | 4.2% |
| c | 295 | 3.9% |
| h | 267 | 3.5% |
| u | 248 | 3.3% |
| Other values (52) | 3150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7536 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 854 | 11.3% | |
| e | 700 | 9.3% |
| a | 589 | 7.8% |
| i | 433 | 5.7% |
| r | 349 | 4.6% |
| t | 336 | 4.5% |
| l | 315 | 4.2% |
| c | 295 | 3.9% |
| h | 267 | 3.5% |
| u | 248 | 3.3% |
| Other values (52) | 3150 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7536 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 854 | 11.3% | |
| e | 700 | 9.3% |
| a | 589 | 7.8% |
| i | 433 | 5.7% |
| r | 349 | 4.6% |
| t | 336 | 4.5% |
| l | 315 | 4.2% |
| c | 295 | 3.9% |
| h | 267 | 3.5% |
| u | 248 | 3.3% |
| Other values (52) | 3150 |
Serving Size
Text
| Distinct | 107 |
|---|---|
| Distinct (%) | 41.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 12.911538 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3357 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 83 ? |
|---|---|
| Unique (%) | 31.9% |
Sample
| 1st row | 4.8 oz (136 g) |
|---|---|
| 2nd row | 4.8 oz (135 g) |
| 3rd row | 3.9 oz (111 g) |
| 4th row | 5.7 oz (161 g) |
| 5th row | 5.7 oz (161 g) |
| Value | Count | Frequency (%) |
| oz | 256 | |
| fl | 140 | |
| cup | 138 | |
| g | 118 | |
| 16 | 45 | 4.3% |
| 12 | 38 | 3.7% |
| 22 | 20 | 1.9% |
| 20 | 16 | 1.5% |
| 30 | 7 | 0.7% |
| 21 | 7 | 0.7% |
| Other values (174) | 255 |
Most occurring characters
| Value | Count | Frequency (%) |
| 780 | ||
| o | 262 | 7.8% |
| z | 256 | 7.6% |
| 1 | 235 | 7.0% |
| 2 | 178 | 5.3% |
| l | 143 | 4.3% |
| c | 142 | 4.2% |
| f | 140 | 4.2% |
| p | 138 | 4.1% |
| u | 138 | 4.1% |
| Other values (20) | 945 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3357 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 780 | ||
| o | 262 | 7.8% |
| z | 256 | 7.6% |
| 1 | 235 | 7.0% |
| 2 | 178 | 5.3% |
| l | 143 | 4.3% |
| c | 142 | 4.2% |
| f | 140 | 4.2% |
| p | 138 | 4.1% |
| u | 138 | 4.1% |
| Other values (20) | 945 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3357 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 780 | ||
| o | 262 | 7.8% |
| z | 256 | 7.6% |
| 1 | 235 | 7.0% |
| 2 | 178 | 5.3% |
| l | 143 | 4.3% |
| c | 142 | 4.2% |
| f | 140 | 4.2% |
| p | 138 | 4.1% |
| u | 138 | 4.1% |
| Other values (20) | 945 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3357 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 780 | ||
| o | 262 | 7.8% |
| z | 256 | 7.6% |
| 1 | 235 | 7.0% |
| 2 | 178 | 5.3% |
| l | 143 | 4.3% |
| c | 142 | 4.2% |
| f | 140 | 4.2% |
| p | 138 | 4.1% |
| u | 138 | 4.1% |
| Other values (20) | 945 |
Calories
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 78 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 368.26923 |
| Minimum | 0 |
|---|---|
| Maximum | 1880 |
| Zeros | 16 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 210 |
| median | 340 |
| Q3 | 500 |
| 95-th percentile | 762 |
| Maximum | 1880 |
| Range | 1880 |
| Interquartile range (IQR) | 290 |
Descriptive statistics
| Standard deviation | 240.26989 |
|---|---|
| Coefficient of variation (CV) | 0.65242998 |
| Kurtosis | 5.7787963 |
| Mean | 368.26923 |
| Median Absolute Deviation (MAD) | 140 |
| Skewness | 1.4524982 |
| Sum | 95750 |
| Variance | 57729.618 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 16 | 6.2% |
| 340 | 10 | 3.8% |
| 430 | 10 | 3.8% |
| 280 | 9 | 3.5% |
| 250 | 8 | 3.1% |
| 260 | 7 | 2.7% |
| 330 | 7 | 2.7% |
| 140 | 7 | 2.7% |
| 270 | 6 | 2.3% |
| 450 | 6 | 2.3% |
| Other values (68) | 174 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 15 | 1 | 0.4% |
| 20 | 1 | 0.4% |
| 45 | 1 | 0.4% |
| 80 | 2 | 0.8% |
| 100 | 5 | 1.9% |
| 110 | 2 | 0.8% |
| 120 | 2 | 0.8% |
| 130 | 4 | 1.5% |
| 140 | 7 |
| Value | Count | Frequency (%) |
| 1880 | 1 | |
| 1150 | 1 | |
| 1090 | 1 | |
| 1050 | 1 | |
| 990 | 1 | |
| 940 | 1 | |
| 930 | 1 | |
| 850 | 2 | |
| 820 | 2 | |
| 810 | 1 |
Calories from Fat
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 48 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.09615 |
| Minimum | 0 |
|---|---|
| Maximum | 1060 |
| Zeros | 54 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 20 |
| median | 100 |
| Q3 | 200 |
| 95-th percentile | 330 |
| Maximum | 1060 |
| Range | 1060 |
| Interquartile range (IQR) | 180 |
Descriptive statistics
| Standard deviation | 127.87591 |
|---|---|
| Coefficient of variation (CV) | 1.0061352 |
| Kurtosis | 10.605606 |
| Mean | 127.09615 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 2.1455081 |
| Sum | 33045 |
| Variance | 16352.249 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 80 | 16 | 6.2% |
| 150 | 11 | 4.2% |
| 120 | 10 | 3.8% |
| 200 | 10 | 3.8% |
| 210 | 9 | 3.5% |
| 180 | 8 | 3.1% |
| 280 | 8 | 3.1% |
| 100 | 7 | 2.7% |
| 40 | 7 | 2.7% |
| Other values (38) | 120 |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 5 | 5 | 1.9% |
| 10 | 5 | 1.9% |
| 20 | 2 | 0.8% |
| 30 | 6 | 2.3% |
| 35 | 4 | 1.5% |
| 40 | 7 | 2.7% |
| 45 | 4 | 1.5% |
| 50 | 4 | 1.5% |
| 60 | 6 | 2.3% |
| Value | Count | Frequency (%) |
| 1060 | 1 | |
| 540 | 1 | |
| 530 | 1 | |
| 510 | 1 | |
| 470 | 1 | |
| 450 | 1 | |
| 430 | 1 | |
| 410 | 1 | |
| 380 | 1 | |
| 370 | 1 |
Total Fat
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 52 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.165385 |
| Minimum | 0 |
|---|---|
| Maximum | 118 |
| Zeros | 49 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.375 |
| median | 11 |
| Q3 | 22.25 |
| 95-th percentile | 37 |
| Maximum | 118 |
| Range | 118 |
| Interquartile range (IQR) | 19.875 |
Descriptive statistics
| Standard deviation | 14.205998 |
|---|---|
| Coefficient of variation (CV) | 1.0028671 |
| Kurtosis | 10.682321 |
| Mean | 14.165385 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.1527989 |
| Sum | 3683 |
| Variance | 201.81038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 49 | 18.8% |
| 9 | 14 | 5.4% |
| 23 | 12 | 4.6% |
| 16 | 10 | 3.8% |
| 3.5 | 8 | 3.1% |
| 0.5 | 8 | 3.1% |
| 20 | 8 | 3.1% |
| 8 | 8 | 3.1% |
| 14 | 7 | 2.7% |
| 11 | 7 | 2.7% |
| Other values (42) | 129 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 0.5 | 8 | 3.1% |
| 1 | 6 | 2.3% |
| 1.5 | 1 | 0.4% |
| 2 | 1 | 0.4% |
| 2.5 | 1 | 0.4% |
| 3.5 | 8 | 3.1% |
| 4 | 3 | 1.2% |
| 4.5 | 6 | 2.3% |
| 5 | 5 | 1.9% |
| Value | Count | Frequency (%) |
| 118 | 1 | |
| 60 | 1 | |
| 59 | 1 | |
| 56 | 1 | |
| 52 | 1 | |
| 50 | 1 | |
| 48 | 1 | |
| 46 | 1 | |
| 43 | 1 | |
| 41 | 1 |
Total Fat (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 63 |
|---|---|
| Distinct (%) | 24.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.815385 |
| Minimum | 0 |
|---|---|
| Maximum | 182 |
| Zeros | 49 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.75 |
| median | 17 |
| Q3 | 35 |
| 95-th percentile | 57 |
| Maximum | 182 |
| Range | 182 |
| Interquartile range (IQR) | 31.25 |
Descriptive statistics
| Standard deviation | 21.885199 |
|---|---|
| Coefficient of variation (CV) | 1.0032002 |
| Kurtosis | 10.756404 |
| Mean | 21.815385 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 2.1620114 |
| Sum | 5672 |
| Variance | 478.96192 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 49 | 18.8% |
| 13 | 11 | 4.2% |
| 1 | 11 | 4.2% |
| 35 | 10 | 3.8% |
| 25 | 9 | 3.5% |
| 21 | 8 | 3.1% |
| 14 | 7 | 2.7% |
| 6 | 6 | 2.3% |
| 8 | 6 | 2.3% |
| 7 | 6 | 2.3% |
| Other values (53) | 137 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 11 | 4.2% |
| 2 | 4 | 1.5% |
| 3 | 1 | 0.4% |
| 4 | 1 | 0.4% |
| 5 | 5 | 1.9% |
| 6 | 6 | 2.3% |
| 7 | 6 | 2.3% |
| 8 | 6 | 2.3% |
| 9 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 93 | 1 | |
| 91 | 1 | |
| 87 | 1 | |
| 80 | 1 | |
| 77 | 1 | |
| 73 | 1 | |
| 70 | 1 | |
| 66 | 1 | |
| 63 | 1 |
Saturated Fat
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0076923 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 60 |
| Zeros (%) | 23.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 16 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.3218732 |
|---|---|
| Coefficient of variation (CV) | 0.88584317 |
| Kurtosis | -0.42646629 |
| Mean | 6.0076923 |
| Median Absolute Deviation (MAD) | 4.25 |
| Skewness | 0.6636848 |
| Sum | 1562 |
| Variance | 28.322334 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 8 | 18 | 6.9% |
| 10 | 16 | 6.2% |
| 6 | 15 | 5.8% |
| 3 | 15 | 5.8% |
| 7 | 13 | 5.0% |
| 12 | 12 | 4.6% |
| 5 | 11 | 4.2% |
| 4.5 | 11 | 4.2% |
| 9 | 11 | 4.2% |
| Other values (16) | 78 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 0.5 | 3 | 1.2% |
| 1 | 3 | 1.2% |
| 1.5 | 5 | 1.9% |
| 2 | 10 | 3.8% |
| 2.5 | 6 | 2.3% |
| 3 | 15 | 5.8% |
| 3.5 | 9 | 3.5% |
| 4 | 3 | 1.2% |
| 4.5 | 11 | 4.2% |
| Value | Count | Frequency (%) |
| 20 | 4 | 1.5% |
| 19 | 2 | 0.8% |
| 18 | 1 | 0.4% |
| 17 | 4 | 1.5% |
| 16 | 3 | 1.2% |
| 15 | 8 | |
| 14 | 7 | |
| 13 | 7 | |
| 12 | 12 | |
| 11 | 3 | 1.2% |
Saturated Fat (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 74 |
|---|---|
| Distinct (%) | 28.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.965385 |
| Minimum | 0 |
|---|---|
| Maximum | 102 |
| Zeros | 60 |
| Zeros (%) | 23.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.75 |
| median | 24 |
| Q3 | 48 |
| 95-th percentile | 78 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 43.25 |
Descriptive statistics
| Standard deviation | 26.639209 |
|---|---|
| Coefficient of variation (CV) | 0.8889994 |
| Kurtosis | -0.36824864 |
| Mean | 29.965385 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.68529616 |
| Sum | 7791 |
| Variance | 709.64745 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 15 | 10 | 3.8% |
| 22 | 10 | 3.8% |
| 11 | 7 | 2.7% |
| 29 | 7 | 2.7% |
| 24 | 6 | 2.3% |
| 40 | 6 | 2.3% |
| 39 | 6 | 2.3% |
| 30 | 5 | 1.9% |
| 18 | 5 | 1.9% |
| Other values (64) | 138 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 3 | 3 | 1.2% |
| 4 | 2 | 0.8% |
| 5 | 1 | 0.4% |
| 6 | 1 | 0.4% |
| 8 | 4 | 1.5% |
| 9 | 3 | 1.2% |
| 10 | 2 | 0.8% |
| 11 | 7 | 2.7% |
| 12 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 102 | 1 | |
| 101 | 2 | |
| 100 | 1 | |
| 96 | 2 | |
| 90 | 1 | |
| 87 | 2 | |
| 85 | 2 | |
| 81 | 1 | |
| 78 | 2 | |
| 76 | 1 |
Trans Fat
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 0.5 | 17 |
| 1.5 | 8 |
| 2.5 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 780 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 204 | |
| 1.0 | 30 | 11.5% |
| 0.5 | 17 | 6.5% |
| 1.5 | 8 | 3.1% |
| 2.5 | 1 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 204 | |
| 1.0 | 30 | 11.5% |
| 0.5 | 17 | 6.5% |
| 1.5 | 8 | 3.1% |
| 2.5 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 455 | |
| . | 260 | |
| 1 | 38 | 4.9% |
| 5 | 26 | 3.3% |
| 2 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 780 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 455 | |
| . | 260 | |
| 1 | 38 | 4.9% |
| 5 | 26 | 3.3% |
| 2 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 780 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 455 | |
| . | 260 | |
| 1 | 38 | 4.9% |
| 5 | 26 | 3.3% |
| 2 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 780 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 455 | |
| . | 260 | |
| 1 | 38 | 4.9% |
| 5 | 26 | 3.3% |
| 2 | 1 | 0.1% |
Cholesterol
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 35 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.942308 |
| Minimum | 0 |
|---|---|
| Maximum | 575 |
| Zeros | 44 |
| Zeros (%) | 16.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 35 |
| Q3 | 65 |
| 95-th percentile | 250 |
| Maximum | 575 |
| Range | 575 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 87.269257 |
|---|---|
| Coefficient of variation (CV) | 1.5883799 |
| Kurtosis | 17.388874 |
| Mean | 54.942308 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 3.7989073 |
| Sum | 14285 |
| Variance | 7615.9233 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 5 | 24 | 9.2% |
| 35 | 21 | 8.1% |
| 25 | 17 | 6.5% |
| 40 | 14 | 5.4% |
| 30 | 14 | 5.4% |
| 50 | 12 | 4.6% |
| 15 | 12 | 4.6% |
| 10 | 9 | 3.5% |
| 65 | 8 | 3.1% |
| Other values (25) | 85 |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 5 | 24 | |
| 10 | 9 | 3.5% |
| 15 | 12 | 4.6% |
| 20 | 8 | 3.1% |
| 25 | 17 | 6.5% |
| 30 | 14 | 5.4% |
| 35 | 21 | |
| 40 | 14 | 5.4% |
| 45 | 7 | 2.7% |
| Value | Count | Frequency (%) |
| 575 | 2 | 0.8% |
| 555 | 2 | 0.8% |
| 300 | 1 | 0.4% |
| 295 | 1 | 0.4% |
| 285 | 1 | 0.4% |
| 280 | 1 | 0.4% |
| 275 | 1 | 0.4% |
| 265 | 2 | 0.8% |
| 260 | 1 | 0.4% |
| 250 | 5 |
Cholesterol (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 48 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.392308 |
| Minimum | 0 |
|---|---|
| Maximum | 192 |
| Zeros | 44 |
| Zeros (%) | 16.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 11 |
| Q3 | 21.25 |
| 95-th percentile | 83.05 |
| Maximum | 192 |
| Range | 192 |
| Interquartile range (IQR) | 19.25 |
Descriptive statistics
| Standard deviation | 29.091653 |
|---|---|
| Coefficient of variation (CV) | 1.5817293 |
| Kurtosis | 17.433757 |
| Mean | 18.392308 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 3.8042 |
| Sum | 4782 |
| Variance | 846.32426 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 0 | 44 | 16.9% |
| 2 | 18 | 6.9% |
| 11 | 16 | 6.2% |
| 9 | 13 | 5.0% |
| 14 | 13 | 5.0% |
| 12 | 11 | 4.2% |
| 17 | 9 | 3.5% |
| 3 | 9 | 3.5% |
| 6 | 8 | 3.1% |
| 10 | 7 | 2.7% |
| Other values (38) | 112 |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 1 | 6 | 2.3% |
| 2 | 18 | |
| 3 | 9 | 3.5% |
| 5 | 6 | 2.3% |
| 6 | 8 | 3.1% |
| 7 | 6 | 2.3% |
| 8 | 5 | 1.9% |
| 9 | 13 | 5.0% |
| 10 | 7 | 2.7% |
| Value | Count | Frequency (%) |
| 192 | 2 | |
| 185 | 2 | |
| 100 | 1 | |
| 99 | 1 | |
| 95 | 1 | |
| 93 | 1 | |
| 92 | 1 | |
| 89 | 2 | |
| 87 | 1 | |
| 84 | 1 |
Sodium
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 111 |
|---|---|
| Distinct (%) | 42.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 495.75 |
| Minimum | 0 |
|---|---|
| Maximum | 3600 |
| Zeros | 9 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 107.5 |
| median | 190 |
| Q3 | 865 |
| 95-th percentile | 1511.5 |
| Maximum | 3600 |
| Range | 3600 |
| Interquartile range (IQR) | 757.5 |
Descriptive statistics
| Standard deviation | 577.02632 |
|---|---|
| Coefficient of variation (CV) | 1.1639462 |
| Kurtosis | 2.8743805 |
| Mean | 495.75 |
| Median Absolute Deviation (MAD) | 147.5 |
| Skewness | 1.5440882 |
| Sum | 128895 |
| Variance | 332959.38 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 180 | 11 | 4.2% |
| 0 | 9 | 3.5% |
| 150 | 8 | 3.1% |
| 190 | 8 | 3.1% |
| 140 | 8 | 3.1% |
| 10 | 7 | 2.7% |
| 135 | 7 | 2.7% |
| 170 | 6 | 2.3% |
| 50 | 6 | 2.3% |
| 115 | 6 | 2.3% |
| Other values (101) | 184 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 5 | 5 | |
| 10 | 7 | |
| 15 | 3 | 1.2% |
| 20 | 2 | 0.8% |
| 25 | 1 | 0.4% |
| 30 | 2 | 0.8% |
| 35 | 4 | |
| 40 | 3 | 1.2% |
| 45 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 3600 | 1 | |
| 2290 | 1 | |
| 2260 | 1 | |
| 2170 | 1 | |
| 2150 | 1 | |
| 1800 | 1 | |
| 1720 | 1 | |
| 1700 | 1 | |
| 1680 | 1 | |
| 1590 | 1 |
Sodium (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 65 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.676923 |
| Minimum | 0 |
|---|---|
| Maximum | 150 |
| Zeros | 20 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.75 |
| median | 8 |
| Q3 | 36.25 |
| 95-th percentile | 63.05 |
| Maximum | 150 |
| Range | 150 |
| Interquartile range (IQR) | 31.5 |
Descriptive statistics
| Standard deviation | 24.034954 |
|---|---|
| Coefficient of variation (CV) | 1.1624048 |
| Kurtosis | 2.8838631 |
| Mean | 20.676923 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.5459861 |
| Sum | 5376 |
| Variance | 577.679 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 23 | 8.8% |
| 0 | 20 | 7.7% |
| 7 | 17 | 6.5% |
| 5 | 16 | 6.2% |
| 8 | 16 | 6.2% |
| 2 | 15 | 5.8% |
| 3 | 13 | 5.0% |
| 1 | 12 | 4.6% |
| 9 | 9 | 3.5% |
| 10 | 7 | 2.7% |
| Other values (55) | 112 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 12 | |
| 2 | 15 | |
| 3 | 13 | |
| 4 | 5 | 1.9% |
| 5 | 16 | |
| 6 | 23 | |
| 7 | 17 | |
| 8 | 16 | |
| 9 | 9 | 3.5% |
| Value | Count | Frequency (%) |
| 150 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 91 | 1 | |
| 90 | 1 | |
| 75 | 1 | |
| 72 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 66 | 1 |
Carbohydrates
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 84 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.346154 |
| Minimum | 0 |
|---|---|
| Maximum | 141 |
| Zeros | 16 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 30 |
| median | 44 |
| Q3 | 60 |
| 95-th percentile | 110.05 |
| Maximum | 141 |
| Range | 141 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 28.252232 |
|---|---|
| Coefficient of variation (CV) | 0.59671651 |
| Kurtosis | 1.4074474 |
| Mean | 47.346154 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.91269932 |
| Sum | 12310 |
| Variance | 798.1886 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 16 | 6.2% |
| 50 | 9 | 3.5% |
| 30 | 8 | 3.1% |
| 42 | 7 | 2.7% |
| 41 | 7 | 2.7% |
| 47 | 6 | 2.3% |
| 55 | 6 | 2.3% |
| 38 | 6 | 2.3% |
| 43 | 6 | 2.3% |
| 60 | 6 | 2.3% |
| Other values (74) | 183 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 4 | 2 | 0.8% |
| 7 | 1 | 0.4% |
| 8 | 1 | 0.4% |
| 9 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 12 | 3 | 1.2% |
| 15 | 4 | 1.5% |
| 18 | 3 | 1.2% |
| 19 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 141 | 1 | 0.4% |
| 140 | 1 | 0.4% |
| 139 | 1 | 0.4% |
| 135 | 2 | |
| 118 | 1 | 0.4% |
| 116 | 1 | 0.4% |
| 115 | 1 | 0.4% |
| 114 | 3 | |
| 111 | 2 | |
| 110 | 1 | 0.4% |
Carbohydrates (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 40 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.780769 |
| Minimum | 0 |
|---|---|
| Maximum | 47 |
| Zeros | 16 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 37 |
| Maximum | 47 |
| Range | 47 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.4195443 |
|---|---|
| Coefficient of variation (CV) | 0.5969002 |
| Kurtosis | 1.3952351 |
| Mean | 15.780769 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.90359945 |
| Sum | 4103 |
| Variance | 88.727814 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 14 | 20 | 7.7% |
| 0 | 16 | 6.2% |
| 13 | 16 | 6.2% |
| 16 | 15 | 5.8% |
| 10 | 15 | 5.8% |
| 17 | 14 | 5.4% |
| 15 | 13 | 5.0% |
| 20 | 12 | 4.6% |
| 19 | 11 | 4.2% |
| 18 | 11 | 4.2% |
| Other values (30) | 117 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 2 | 0.8% |
| 2 | 1 | 0.4% |
| 3 | 3 | 1.2% |
| 4 | 3 | 1.2% |
| 5 | 4 | 1.5% |
| 6 | 4 | 1.5% |
| 7 | 8 | |
| 8 | 7 | |
| 9 | 8 |
| Value | Count | Frequency (%) |
| 47 | 2 | |
| 46 | 1 | 0.4% |
| 45 | 2 | |
| 39 | 2 | |
| 38 | 4 | |
| 37 | 3 | |
| 36 | 2 | |
| 35 | 1 | 0.4% |
| 33 | 1 | 0.4% |
| 32 | 2 |
Dietary Fiber
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6307692 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 69 |
| Zeros (%) | 26.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.5677171 |
|---|---|
| Coefficient of variation (CV) | 0.96133595 |
| Kurtosis | 1.3236325 |
| Mean | 1.6307692 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1736248 |
| Sum | 424 |
| Variance | 2.4577369 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 80 | |
| 0 | 69 | |
| 2 | 44 | |
| 3 | 38 | |
| 4 | 15 | 5.8% |
| 5 | 6 | 2.3% |
| 6 | 4 | 1.5% |
| 7 | 4 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 80 | |
| 2 | 44 | |
| 3 | 38 | |
| 4 | 15 | 5.8% |
| 5 | 6 | 2.3% |
| 6 | 4 | 1.5% |
| 7 | 4 | 1.5% |
| Value | Count | Frequency (%) |
| 7 | 4 | 1.5% |
| 6 | 4 | 1.5% |
| 5 | 6 | 2.3% |
| 4 | 15 | 5.8% |
| 3 | 38 | |
| 2 | 44 | |
| 1 | 80 | |
| 0 | 69 |
Dietary Fiber (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5307692 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 69 |
| Zeros (%) | 26.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 19 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.3070573 |
|---|---|
| Coefficient of variation (CV) | 0.96574494 |
| Kurtosis | 1.2066887 |
| Mean | 6.5307692 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.1542451 |
| Sum | 1698 |
| Variance | 39.778972 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 6 | 23 | 8.8% |
| 4 | 22 | 8.5% |
| 5 | 21 | 8.1% |
| 3 | 19 | 7.3% |
| 7 | 14 | 5.4% |
| 13 | 12 | 4.6% |
| 12 | 10 | 3.8% |
| 8 | 10 | 3.8% |
| 10 | 9 | 3.5% |
| Other values (14) | 51 |
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 2 | 5 | 1.9% |
| 3 | 19 | 7.3% |
| 4 | 22 | 8.5% |
| 5 | 21 | 8.1% |
| 6 | 23 | 8.8% |
| 7 | 14 | 5.4% |
| 8 | 10 | 3.8% |
| 9 | 5 | 1.9% |
| 10 | 9 | 3.5% |
| Value | Count | Frequency (%) |
| 28 | 4 | |
| 24 | 1 | 0.4% |
| 23 | 3 | |
| 22 | 2 | 0.8% |
| 20 | 1 | 0.4% |
| 19 | 3 | |
| 18 | 1 | 0.4% |
| 17 | 7 | |
| 16 | 1 | 0.4% |
| 15 | 4 |
Sugars
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 83 |
|---|---|
| Distinct (%) | 31.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.423077 |
| Minimum | 0 |
|---|---|
| Maximum | 128 |
| Zeros | 25 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.75 |
| median | 17.5 |
| Q3 | 48 |
| 95-th percentile | 85.15 |
| Maximum | 128 |
| Range | 128 |
| Interquartile range (IQR) | 42.25 |
Descriptive statistics
| Standard deviation | 28.679797 |
|---|---|
| Coefficient of variation (CV) | 0.97473819 |
| Kurtosis | 0.52069225 |
| Mean | 29.423077 |
| Median Absolute Deviation (MAD) | 16.5 |
| Skewness | 1.0319403 |
| Sum | 7650 |
| Variance | 822.53074 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 25 | 9.6% |
| 3 | 17 | 6.5% |
| 2 | 11 | 4.2% |
| 7 | 10 | 3.8% |
| 6 | 8 | 3.1% |
| 12 | 7 | 2.7% |
| 15 | 7 | 2.7% |
| 59 | 6 | 2.3% |
| 4 | 6 | 2.3% |
| 10 | 6 | 2.3% |
| Other values (73) | 157 |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 1 | 2 | 0.8% |
| 2 | 11 | |
| 3 | 17 | |
| 4 | 6 | 2.3% |
| 5 | 4 | 1.5% |
| 6 | 8 | 3.1% |
| 7 | 10 | 3.8% |
| 8 | 4 | 1.5% |
| 9 | 4 | 1.5% |
| Value | Count | Frequency (%) |
| 128 | 1 | |
| 123 | 1 | |
| 120 | 1 | |
| 115 | 1 | |
| 103 | 1 | |
| 101 | 1 | |
| 100 | 1 | |
| 99 | 1 | |
| 97 | 1 | |
| 93 | 1 |
Protein
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42 |
|---|---|
| Distinct (%) | 16.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.338462 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 27 |
| Zeros (%) | 10.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 12 |
| Q3 | 19 |
| 95-th percentile | 36 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.426146 |
|---|---|
| Coefficient of variation (CV) | 0.85663149 |
| Kurtosis | 6.0013288 |
| Mean | 13.338462 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.5799238 |
| Sum | 3468 |
| Variance | 130.55682 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 0 | 27 | 10.4% |
| 1 | 18 | 6.9% |
| 9 | 14 | 5.4% |
| 12 | 14 | 5.4% |
| 2 | 13 | 5.0% |
| 15 | 12 | 4.6% |
| 14 | 12 | 4.6% |
| 11 | 12 | 4.6% |
| 10 | 11 | 4.2% |
| 16 | 10 | 3.8% |
| Other values (32) | 117 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 18 | |
| 2 | 13 | |
| 3 | 5 | 1.9% |
| 4 | 7 | 2.7% |
| 5 | 3 | 1.2% |
| 6 | 4 | 1.5% |
| 7 | 3 | 1.2% |
| 8 | 9 | 3.5% |
| 9 | 14 |
| Value | Count | Frequency (%) |
| 87 | 1 | 0.4% |
| 48 | 1 | 0.4% |
| 44 | 1 | 0.4% |
| 40 | 2 | 0.8% |
| 39 | 1 | 0.4% |
| 37 | 2 | 0.8% |
| 36 | 6 | |
| 35 | 2 | 0.8% |
| 33 | 1 | 0.4% |
| 32 | 2 | 0.8% |
Vitamin A (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.426923 |
| Minimum | 0 |
|---|---|
| Maximum | 170 |
| Zeros | 62 |
| Zeros (%) | 23.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 15 |
| 95-th percentile | 60 |
| Maximum | 170 |
| Range | 170 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 24.366381 |
|---|---|
| Coefficient of variation (CV) | 1.8147405 |
| Kurtosis | 24.510011 |
| Mean | 13.426923 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.5803307 |
| Sum | 3491 |
| Variance | 593.72051 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 10 | 40 | |
| 15 | 40 | |
| 4 | 25 | |
| 2 | 18 | 6.9% |
| 20 | 17 | 6.5% |
| 8 | 15 | 5.8% |
| 6 | 15 | 5.8% |
| 60 | 7 | 2.7% |
| 25 | 6 | 2.3% |
| Other values (9) | 15 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 2 | 18 | 6.9% |
| 4 | 25 | |
| 6 | 15 | 5.8% |
| 8 | 15 | 5.8% |
| 10 | 40 | |
| 15 | 40 | |
| 20 | 17 | 6.5% |
| 25 | 6 | 2.3% |
| 30 | 5 | 1.9% |
| Value | Count | Frequency (%) |
| 170 | 3 | |
| 160 | 1 | 0.4% |
| 110 | 1 | 0.4% |
| 100 | 1 | 0.4% |
| 70 | 1 | 0.4% |
| 60 | 7 | |
| 50 | 1 | 0.4% |
| 45 | 1 | 0.4% |
| 40 | 1 | 0.4% |
| 30 | 5 |
Vitamin C (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5346154 |
| Minimum | 0 |
|---|---|
| Maximum | 240 |
| Zeros | 162 |
| Zeros (%) | 62.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 30 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 26.345542 |
|---|---|
| Coefficient of variation (CV) | 3.0869045 |
| Kurtosis | 35.250745 |
| Mean | 8.5346154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.5022308 |
| Sum | 2219 |
| Variance | 694.0876 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 162 | |
| 2 | 31 | 11.9% |
| 15 | 12 | 4.6% |
| 8 | 9 | 3.5% |
| 30 | 8 | 3.1% |
| 25 | 8 | 3.1% |
| 20 | 7 | 2.7% |
| 4 | 6 | 2.3% |
| 10 | 5 | 1.9% |
| 130 | 3 | 1.2% |
| Other values (7) | 9 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 162 | |
| 2 | 31 | 11.9% |
| 4 | 6 | 2.3% |
| 6 | 1 | 0.4% |
| 8 | 9 | 3.5% |
| 10 | 5 | 1.9% |
| 15 | 12 | 4.6% |
| 20 | 7 | 2.7% |
| 25 | 8 | 3.1% |
| 30 | 8 | 3.1% |
| Value | Count | Frequency (%) |
| 240 | 1 | 0.4% |
| 160 | 2 | 0.8% |
| 130 | 3 | 1.2% |
| 100 | 1 | 0.4% |
| 70 | 1 | 0.4% |
| 45 | 2 | 0.8% |
| 35 | 1 | 0.4% |
| 30 | 8 | |
| 25 | 8 | |
| 20 | 7 |
Calcium (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.973077 |
| Minimum | 0 |
|---|---|
| Maximum | 70 |
| Zeros | 36 |
| Zeros (%) | 13.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 20 |
| Q3 | 30 |
| 95-th percentile | 50 |
| Maximum | 70 |
| Range | 70 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 17.019953 |
|---|---|
| Coefficient of variation (CV) | 0.81151437 |
| Kurtosis | -0.47598883 |
| Mean | 20.973077 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.59355457 |
| Sum | 5453 |
| Variance | 289.67881 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 30 | 33 | |
| 15 | 25 | |
| 25 | 22 | |
| 20 | 20 | |
| 50 | 20 | |
| 10 | 18 | |
| 8 | 17 | |
| 40 | 17 | |
| 4 | 14 | 5.4% |
| Other values (6) | 38 |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 2 | 10 | 3.8% |
| 4 | 14 | 5.4% |
| 6 | 6 | 2.3% |
| 8 | 17 | |
| 10 | 18 | |
| 15 | 25 | |
| 20 | 20 | |
| 25 | 22 | |
| 30 | 33 |
| Value | Count | Frequency (%) |
| 70 | 2 | 0.8% |
| 60 | 6 | 2.3% |
| 50 | 20 | |
| 45 | 4 | 1.5% |
| 40 | 17 | |
| 35 | 10 | 3.8% |
| 30 | 33 | |
| 25 | 22 | |
| 20 | 20 | |
| 15 | 25 |
Iron (% Daily Value)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7346154 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 82 |
| Zeros (%) | 31.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 15 |
| 95-th percentile | 25 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7232633 |
|---|---|
| Coefficient of variation (CV) | 1.1278212 |
| Kurtosis | 0.92479614 |
| Mean | 7.7346154 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.1879081 |
| Sum | 2011 |
| Variance | 76.095322 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 2 | 33 | |
| 15 | 31 | 11.9% |
| 20 | 25 | 9.6% |
| 10 | 20 | 7.7% |
| 4 | 20 | 7.7% |
| 6 | 17 | 6.5% |
| 8 | 16 | 6.2% |
| 25 | 7 | 2.7% |
| 30 | 6 | 2.3% |
| Other values (2) | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 2 | 33 | |
| 4 | 20 | 7.7% |
| 6 | 17 | 6.5% |
| 8 | 16 | 6.2% |
| 10 | 20 | 7.7% |
| 15 | 31 | 11.9% |
| 20 | 25 | 9.6% |
| 25 | 7 | 2.7% |
| 30 | 6 | 2.3% |
| Value | Count | Frequency (%) |
| 40 | 2 | 0.8% |
| 35 | 1 | 0.4% |
| 30 | 6 | 2.3% |
| 25 | 7 | 2.7% |
| 20 | 25 | |
| 15 | 31 | |
| 10 | 20 | |
| 8 | 16 | |
| 6 | 17 | |
| 4 | 20 |
| Calcium (% Daily Value) | Calories | Calories from Fat | Carbohydrates | Carbohydrates (% Daily Value) | Category | Cholesterol | Cholesterol (% Daily Value) | Dietary Fiber | Dietary Fiber (% Daily Value) | Iron (% Daily Value) | Protein | Saturated Fat | Saturated Fat (% Daily Value) | Sodium | Sodium (% Daily Value) | Sugars | Total Fat | Total Fat (% Daily Value) | Trans Fat | Vitamin A (% Daily Value) | Vitamin C (% Daily Value) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Calcium (% Daily Value) | 1.000 | 0.514 | 0.314 | 0.527 | 0.527 | 0.343 | 0.482 | 0.485 | 0.189 | 0.208 | 0.184 | 0.527 | 0.457 | 0.457 | 0.354 | 0.355 | 0.548 | 0.328 | 0.328 | 0.295 | 0.759 | -0.230 |
| Calories | 0.514 | 1.000 | 0.893 | 0.732 | 0.731 | 0.276 | 0.837 | 0.829 | 0.563 | 0.574 | 0.688 | 0.785 | 0.862 | 0.865 | 0.791 | 0.791 | 0.229 | 0.896 | 0.896 | 0.343 | 0.454 | 0.207 |
| Calories from Fat | 0.314 | 0.893 | 1.000 | 0.402 | 0.401 | 0.278 | 0.878 | 0.873 | 0.601 | 0.598 | 0.747 | 0.757 | 0.924 | 0.927 | 0.841 | 0.840 | -0.112 | 0.998 | 0.998 | 0.359 | 0.302 | 0.272 |
| Carbohydrates | 0.527 | 0.732 | 0.402 | 1.000 | 0.999 | 0.246 | 0.388 | 0.380 | 0.243 | 0.258 | 0.251 | 0.353 | 0.467 | 0.465 | 0.303 | 0.303 | 0.722 | 0.408 | 0.407 | 0.331 | 0.434 | -0.003 |
| Carbohydrates (% Daily Value) | 0.527 | 0.731 | 0.401 | 0.999 | 1.000 | 0.246 | 0.387 | 0.379 | 0.240 | 0.254 | 0.249 | 0.351 | 0.467 | 0.466 | 0.301 | 0.301 | 0.723 | 0.407 | 0.406 | 0.336 | 0.434 | -0.005 |
| Category | 0.343 | 0.276 | 0.278 | 0.246 | 0.246 | 1.000 | -0.110 | -0.110 | -0.169 | -0.146 | -0.294 | -0.190 | -0.059 | -0.063 | -0.264 | -0.267 | 0.376 | -0.142 | -0.143 | 0.336 | 0.331 | -0.148 |
| Cholesterol | 0.482 | 0.837 | 0.878 | 0.388 | 0.387 | -0.110 | 1.000 | 0.999 | 0.493 | 0.508 | 0.691 | 0.817 | 0.867 | 0.869 | 0.792 | 0.792 | 0.009 | 0.878 | 0.880 | 0.502 | 0.510 | 0.207 |
| Cholesterol (% Daily Value) | 0.485 | 0.829 | 0.873 | 0.380 | 0.379 | -0.110 | 0.999 | 1.000 | 0.485 | 0.501 | 0.680 | 0.813 | 0.866 | 0.868 | 0.783 | 0.784 | 0.009 | 0.873 | 0.875 | 0.502 | 0.512 | 0.201 |
| Dietary Fiber | 0.189 | 0.563 | 0.601 | 0.243 | 0.240 | -0.169 | 0.493 | 0.485 | 1.000 | 0.979 | 0.838 | 0.702 | 0.403 | 0.410 | 0.749 | 0.747 | -0.248 | 0.605 | 0.604 | 0.122 | 0.184 | 0.568 |
| Dietary Fiber (% Daily Value) | 0.208 | 0.574 | 0.598 | 0.258 | 0.254 | -0.146 | 0.508 | 0.501 | 0.979 | 1.000 | 0.843 | 0.727 | 0.402 | 0.408 | 0.756 | 0.752 | -0.237 | 0.604 | 0.604 | 0.132 | 0.216 | 0.578 |
| Iron (% Daily Value) | 0.184 | 0.688 | 0.747 | 0.251 | 0.249 | -0.294 | 0.691 | 0.680 | 0.838 | 0.843 | 1.000 | 0.797 | 0.580 | 0.586 | 0.871 | 0.867 | -0.279 | 0.749 | 0.751 | 0.587 | 0.216 | 0.504 |
| Protein | 0.527 | 0.785 | 0.757 | 0.353 | 0.351 | -0.190 | 0.817 | 0.813 | 0.702 | 0.727 | 0.797 | 1.000 | 0.644 | 0.650 | 0.921 | 0.922 | -0.102 | 0.765 | 0.767 | 0.448 | 0.463 | 0.366 |
| Saturated Fat | 0.457 | 0.862 | 0.924 | 0.467 | 0.467 | -0.059 | 0.867 | 0.866 | 0.403 | 0.402 | 0.580 | 0.644 | 1.000 | 0.999 | 0.695 | 0.694 | 0.102 | 0.923 | 0.924 | 0.423 | 0.413 | 0.051 |
| Saturated Fat (% Daily Value) | 0.457 | 0.865 | 0.927 | 0.465 | 0.466 | -0.063 | 0.869 | 0.868 | 0.410 | 0.408 | 0.586 | 0.650 | 0.999 | 1.000 | 0.701 | 0.701 | 0.097 | 0.926 | 0.927 | 0.419 | 0.413 | 0.054 |
| Sodium | 0.354 | 0.791 | 0.841 | 0.303 | 0.301 | -0.264 | 0.792 | 0.783 | 0.749 | 0.756 | 0.871 | 0.921 | 0.695 | 0.701 | 1.000 | 0.999 | -0.248 | 0.847 | 0.848 | 0.168 | 0.316 | 0.374 |
| Sodium (% Daily Value) | 0.355 | 0.791 | 0.840 | 0.303 | 0.301 | -0.267 | 0.792 | 0.784 | 0.747 | 0.752 | 0.867 | 0.922 | 0.694 | 0.701 | 0.999 | 1.000 | -0.247 | 0.846 | 0.847 | 0.170 | 0.317 | 0.374 |
| Sugars | 0.548 | 0.229 | -0.112 | 0.722 | 0.723 | 0.376 | 0.009 | 0.009 | -0.248 | -0.237 | -0.279 | -0.102 | 0.102 | 0.097 | -0.248 | -0.247 | 1.000 | -0.105 | -0.106 | 0.319 | 0.434 | -0.348 |
| Total Fat | 0.328 | 0.896 | 0.998 | 0.408 | 0.407 | -0.142 | 0.878 | 0.873 | 0.605 | 0.604 | 0.749 | 0.765 | 0.923 | 0.926 | 0.847 | 0.846 | -0.105 | 1.000 | 1.000 | 0.354 | 0.310 | 0.264 |
| Total Fat (% Daily Value) | 0.328 | 0.896 | 0.998 | 0.407 | 0.406 | -0.143 | 0.880 | 0.875 | 0.604 | 0.604 | 0.751 | 0.767 | 0.924 | 0.927 | 0.848 | 0.847 | -0.106 | 1.000 | 1.000 | 0.360 | 0.311 | 0.265 |
| Trans Fat | 0.295 | 0.343 | 0.359 | 0.331 | 0.336 | 0.336 | 0.502 | 0.502 | 0.122 | 0.132 | 0.587 | 0.448 | 0.423 | 0.419 | 0.168 | 0.170 | 0.319 | 0.354 | 0.360 | 1.000 | 0.419 | 0.036 |
| Vitamin A (% Daily Value) | 0.759 | 0.454 | 0.302 | 0.434 | 0.434 | 0.331 | 0.510 | 0.512 | 0.184 | 0.216 | 0.216 | 0.463 | 0.413 | 0.413 | 0.316 | 0.317 | 0.434 | 0.310 | 0.311 | 0.419 | 1.000 | -0.049 |
| Vitamin C (% Daily Value) | -0.230 | 0.207 | 0.272 | -0.003 | -0.005 | -0.148 | 0.207 | 0.201 | 0.568 | 0.578 | 0.504 | 0.366 | 0.051 | 0.054 | 0.374 | 0.374 | -0.348 | 0.264 | 0.265 | 0.036 | -0.049 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Category | Item | Serving Size | Calories | Calories from Fat | Total Fat | Total Fat (% Daily Value) | Saturated Fat | Saturated Fat (% Daily Value) | Trans Fat | Cholesterol | Cholesterol (% Daily Value) | Sodium | Sodium (% Daily Value) | Carbohydrates | Carbohydrates (% Daily Value) | Dietary Fiber | Dietary Fiber (% Daily Value) | Sugars | Protein | Vitamin A (% Daily Value) | Vitamin C (% Daily Value) | Calcium (% Daily Value) | Iron (% Daily Value) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Breakfast | Egg McMuffin | 4.8 oz (136 g) | 300 | 120 | 13.0 | 20 | 5.0 | 25 | 0.0 | 260 | 87 | 750 | 31 | 31 | 10 | 4 | 17 | 3 | 17 | 10 | 0 | 25 | 15 |
| 1 | Breakfast | Egg White Delight | 4.8 oz (135 g) | 250 | 70 | 8.0 | 12 | 3.0 | 15 | 0.0 | 25 | 8 | 770 | 32 | 30 | 10 | 4 | 17 | 3 | 18 | 6 | 0 | 25 | 8 |
| 2 | Breakfast | Sausage McMuffin | 3.9 oz (111 g) | 370 | 200 | 23.0 | 35 | 8.0 | 42 | 0.0 | 45 | 15 | 780 | 33 | 29 | 10 | 4 | 17 | 2 | 14 | 8 | 0 | 25 | 10 |
| 3 | Breakfast | Sausage McMuffin with Egg | 5.7 oz (161 g) | 450 | 250 | 28.0 | 43 | 10.0 | 52 | 0.0 | 285 | 95 | 860 | 36 | 30 | 10 | 4 | 17 | 2 | 21 | 15 | 0 | 30 | 15 |
| 4 | Breakfast | Sausage McMuffin with Egg Whites | 5.7 oz (161 g) | 400 | 210 | 23.0 | 35 | 8.0 | 42 | 0.0 | 50 | 16 | 880 | 37 | 30 | 10 | 4 | 17 | 2 | 21 | 6 | 0 | 25 | 10 |
| 5 | Breakfast | Steak & Egg McMuffin | 6.5 oz (185 g) | 430 | 210 | 23.0 | 36 | 9.0 | 46 | 1.0 | 300 | 100 | 960 | 40 | 31 | 10 | 4 | 18 | 3 | 26 | 15 | 2 | 30 | 20 |
| 6 | Breakfast | Bacon, Egg & Cheese Biscuit (Regular Biscuit) | 5.3 oz (150 g) | 460 | 230 | 26.0 | 40 | 13.0 | 65 | 0.0 | 250 | 83 | 1300 | 54 | 38 | 13 | 2 | 7 | 3 | 19 | 10 | 8 | 15 | 15 |
| 7 | Breakfast | Bacon, Egg & Cheese Biscuit (Large Biscuit) | 5.8 oz (164 g) | 520 | 270 | 30.0 | 47 | 14.0 | 68 | 0.0 | 250 | 83 | 1410 | 59 | 43 | 14 | 3 | 12 | 4 | 19 | 15 | 8 | 20 | 20 |
| 8 | Breakfast | Bacon, Egg & Cheese Biscuit with Egg Whites (Regular Biscuit) | 5.4 oz (153 g) | 410 | 180 | 20.0 | 32 | 11.0 | 56 | 0.0 | 35 | 11 | 1300 | 54 | 36 | 12 | 2 | 7 | 3 | 20 | 2 | 8 | 15 | 10 |
| 9 | Breakfast | Bacon, Egg & Cheese Biscuit with Egg Whites (Large Biscuit) | 5.9 oz (167 g) | 470 | 220 | 25.0 | 38 | 12.0 | 59 | 0.0 | 35 | 11 | 1420 | 59 | 42 | 14 | 3 | 12 | 4 | 20 | 6 | 8 | 15 | 15 |
| Category | Item | Serving Size | Calories | Calories from Fat | Total Fat | Total Fat (% Daily Value) | Saturated Fat | Saturated Fat (% Daily Value) | Trans Fat | Cholesterol | Cholesterol (% Daily Value) | Sodium | Sodium (% Daily Value) | Carbohydrates | Carbohydrates (% Daily Value) | Dietary Fiber | Dietary Fiber (% Daily Value) | Sugars | Protein | Vitamin A (% Daily Value) | Vitamin C (% Daily Value) | Calcium (% Daily Value) | Iron (% Daily Value) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 250 | Smoothies & Shakes | Shamrock Shake (Medium) | 16 fl oz cup | 660 | 170 | 19.0 | 29 | 12.0 | 61 | 1.0 | 75 | 24 | 210 | 9 | 109 | 36 | 0 | 0 | 93 | 14 | 25 | 0 | 50 | 0 |
| 251 | Smoothies & Shakes | Shamrock Shake (Large) | 22 fl oz cup | 820 | 210 | 23.0 | 35 | 15.0 | 73 | 1.0 | 90 | 29 | 260 | 11 | 135 | 45 | 0 | 0 | 115 | 18 | 30 | 0 | 60 | 0 |
| 252 | Smoothies & Shakes | McFlurry with M&M’s Candies (Small) | 10.9 oz (310 g) | 650 | 210 | 23.0 | 35 | 14.0 | 72 | 0.5 | 50 | 17 | 180 | 7 | 96 | 32 | 1 | 6 | 89 | 13 | 15 | 0 | 45 | 8 |
| 253 | Smoothies & Shakes | McFlurry with M&M’s Candies (Medium) | 16.2 oz (460 g) | 930 | 290 | 33.0 | 50 | 20.0 | 102 | 1.0 | 75 | 25 | 260 | 11 | 139 | 46 | 2 | 7 | 128 | 20 | 25 | 0 | 70 | 10 |
| 254 | Smoothies & Shakes | McFlurry with M&M’s Candies (Snack) | 7.3 oz (207 g) | 430 | 140 | 15.0 | 24 | 10.0 | 48 | 0.0 | 35 | 11 | 120 | 5 | 64 | 21 | 1 | 4 | 59 | 9 | 10 | 0 | 30 | 4 |
| 255 | Smoothies & Shakes | McFlurry with Oreo Cookies (Small) | 10.1 oz (285 g) | 510 | 150 | 17.0 | 26 | 9.0 | 44 | 0.5 | 45 | 14 | 280 | 12 | 80 | 27 | 1 | 4 | 64 | 12 | 15 | 0 | 40 | 8 |
| 256 | Smoothies & Shakes | McFlurry with Oreo Cookies (Medium) | 13.4 oz (381 g) | 690 | 200 | 23.0 | 35 | 12.0 | 58 | 1.0 | 55 | 19 | 380 | 16 | 106 | 35 | 1 | 5 | 85 | 15 | 20 | 0 | 50 | 10 |
| 257 | Smoothies & Shakes | McFlurry with Oreo Cookies (Snack) | 6.7 oz (190 g) | 340 | 100 | 11.0 | 17 | 6.0 | 29 | 0.0 | 30 | 9 | 190 | 8 | 53 | 18 | 1 | 2 | 43 | 8 | 10 | 0 | 25 | 6 |
| 258 | Smoothies & Shakes | McFlurry with Reese's Peanut Butter Cups (Medium) | 14.2 oz (403 g) | 810 | 290 | 32.0 | 50 | 15.0 | 76 | 1.0 | 60 | 20 | 400 | 17 | 114 | 38 | 2 | 9 | 103 | 21 | 20 | 0 | 60 | 6 |
| 259 | Smoothies & Shakes | McFlurry with Reese's Peanut Butter Cups (Snack) | 7.1 oz (202 g) | 410 | 150 | 16.0 | 25 | 8.0 | 38 | 0.0 | 30 | 10 | 200 | 8 | 57 | 19 | 1 | 5 | 51 | 10 | 10 | 0 | 30 | 4 |